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<li><a href="../pep-0000/">PEP Index</a> » </li>
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<li>PEP 684</li>
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<h1 class="page-title">PEP 684 – A Per-Interpreter GIL</h1>
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<dl class="rfc2822 field-list simple">
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<dt class="field-odd">Author<span class="colon">:</span></dt>
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<dd class="field-odd">Eric Snow <ericsnowcurrently at gmail.com></dd>
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<dt class="field-even">Discussions-To<span class="colon">:</span></dt>
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<dd class="field-even"><a class="reference external" href="https://discuss.python.org/t/pep-684-a-per-interpreter-gil/19583">Discourse thread</a></dd>
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<dt class="field-odd">Status<span class="colon">:</span></dt>
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<dd class="field-odd"><abbr title="Accepted and implementation complete, or no longer active">Final</abbr></dd>
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<dt class="field-even">Type<span class="colon">:</span></dt>
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<dd class="field-even"><abbr title="Normative PEP with a new feature for Python, implementation change for CPython or interoperability standard for the ecosystem">Standards Track</abbr></dd>
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<dt class="field-odd">Requires<span class="colon">:</span></dt>
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<dd class="field-odd"><a class="reference external" href="../pep-0683/">683</a></dd>
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<dt class="field-even">Created<span class="colon">:</span></dt>
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<dd class="field-even">08-Mar-2022</dd>
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<dt class="field-odd">Python-Version<span class="colon">:</span></dt>
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<dd class="field-odd">3.12</dd>
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<dt class="field-even">Post-History<span class="colon">:</span></dt>
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<dd class="field-even"><a class="reference external" href="https://mail.python.org/archives/list/python-dev@python.org/thread/CF7B7FMACFYDAHU6NPBEVEY6TOSGICXU/" title="Python-Dev thread">08-Mar-2022</a>,
|
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|
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<a class="reference external" href="https://discuss.python.org/t/pep-684-a-per-interpreter-gil/19583" title="Discourse thread">29-Sep-2022</a>,
|
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<a class="reference external" href="https://discuss.python.org/t/pep-684-a-per-interpreter-gil/19583/19/" title="Discourse message">28-Oct-2022</a></dd>
|
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<dt class="field-odd">Resolution<span class="colon">:</span></dt>
|
|||
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<dd class="field-odd"><a class="reference external" href="https://discuss.python.org/t/19583/42">Discourse message</a></dd>
|
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</dl>
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<hr class="docutils" />
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<section id="contents">
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<details><summary>Table of Contents</summary><ul class="simple">
|
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<li><a class="reference internal" href="#abstract">Abstract</a></li>
|
|||
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<li><a class="reference internal" href="#high-level-summary">High-Level Summary</a><ul>
|
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<li><a class="reference internal" href="#the-gil">The GIL</a></li>
|
|||
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<li><a class="reference internal" href="#cpython-runtime-state">CPython Runtime State</a></li>
|
|||
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<li><a class="reference internal" href="#other-isolation-considerations">Other Isolation Considerations</a></li>
|
|||
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<li><a class="reference internal" href="#depending-on-immortal-objects">Depending on Immortal Objects</a></li>
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</ul>
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</li>
|
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<li><a class="reference internal" href="#motivation">Motivation</a><ul>
|
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<li><a class="reference internal" href="#indirect-benefits">Indirect Benefits</a></li>
|
|||
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<li><a class="reference internal" href="#existing-use-of-multiple-interpreters">Existing Use of Multiple Interpreters</a></li>
|
|||
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<li><a class="reference internal" href="#pep-554-multiple-interpreters-in-the-stdlib">PEP 554 (Multiple Interpreters in the Stdlib)</a></li>
|
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</ul>
|
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</li>
|
|||
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<li><a class="reference internal" href="#rationale">Rationale</a></li>
|
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<li><a class="reference internal" href="#specification">Specification</a><ul>
|
|||
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<li><a class="reference internal" href="#per-interpreter-state">Per-Interpreter State</a><ul>
|
|||
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<li><a class="reference internal" href="#memory-allocators">Memory Allocators</a></li>
|
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</ul>
|
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</li>
|
|||
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<li><a class="reference internal" href="#c-api">C-API</a><ul>
|
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<li><a class="reference internal" href="#pyinterpreterconfig-own-gil">PyInterpreterConfig.own_gil</a></li>
|
|||
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<li><a class="reference internal" href="#pyinterpreterconfig-strict-extensions-compat">PyInterpreterConfig.strict_extensions_compat</a></li>
|
|||
|
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</ul>
|
|||
|
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</li>
|
|||
|
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<li><a class="reference internal" href="#restricting-extension-modules">Restricting Extension Modules</a><ul>
|
|||
|
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<li><a class="reference internal" href="#extension-module-compatibility">Extension Module Compatibility</a></li>
|
|||
|
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<li><a class="reference internal" href="#extension-module-thread-safety">Extension Module Thread Safety</a></li>
|
|||
|
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</ul>
|
|||
|
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</li>
|
|||
|
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<li><a class="reference internal" href="#documentation">Documentation</a></li>
|
|||
|
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</ul>
|
|||
|
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</li>
|
|||
|
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<li><a class="reference internal" href="#impact">Impact</a><ul>
|
|||
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<li><a class="reference internal" href="#backwards-compatibility">Backwards Compatibility</a><ul>
|
|||
|
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<li><a class="reference internal" href="#extension-modules">Extension Modules</a></li>
|
|||
|
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</ul>
|
|||
|
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</li>
|
|||
|
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<li><a class="reference internal" href="#extension-module-maintainers">Extension Module Maintainers</a></li>
|
|||
|
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<li><a class="reference internal" href="#alternate-python-implementations">Alternate Python Implementations</a></li>
|
|||
|
|
<li><a class="reference internal" href="#security-implications">Security Implications</a></li>
|
|||
|
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<li><a class="reference internal" href="#maintainability">Maintainability</a></li>
|
|||
|
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<li><a class="reference internal" href="#performance">Performance</a></li>
|
|||
|
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</ul>
|
|||
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</li>
|
|||
|
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<li><a class="reference internal" href="#how-to-teach-this">How to Teach This</a></li>
|
|||
|
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<li><a class="reference internal" href="#reference-implementation">Reference Implementation</a></li>
|
|||
|
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<li><a class="reference internal" href="#open-issues">Open Issues</a></li>
|
|||
|
|
<li><a class="reference internal" href="#deferred-functionality">Deferred Functionality</a></li>
|
|||
|
|
<li><a class="reference internal" href="#rejected-ideas">Rejected Ideas</a></li>
|
|||
|
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<li><a class="reference internal" href="#extra-context">Extra Context</a><ul>
|
|||
|
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<li><a class="reference internal" href="#sharing-global-objects">Sharing Global Objects</a><ul>
|
|||
|
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<li><a class="reference internal" href="#objects-exposed-in-the-c-api">Objects Exposed in the C-API</a></li>
|
|||
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</ul>
|
|||
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</li>
|
|||
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<li><a class="reference internal" href="#consolidating-runtime-global-state">Consolidating Runtime Global State</a><ul>
|
|||
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<li><a class="reference internal" href="#benefits-to-consolidation">Benefits to Consolidation</a></li>
|
|||
|
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<li><a class="reference internal" href="#scale-of-work">Scale of Work</a></li>
|
|||
|
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<li><a class="reference internal" href="#state-to-be-moved">State To Be Moved</a></li>
|
|||
|
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<li><a class="reference internal" href="#already-completed-work">Already Completed Work</a></li>
|
|||
|
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<li><a class="reference internal" href="#tooling">Tooling</a></li>
|
|||
|
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<li><a class="reference internal" href="#global-objects">Global Objects</a></li>
|
|||
|
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</ul>
|
|||
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</li>
|
|||
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</ul>
|
|||
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</li>
|
|||
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<li><a class="reference internal" href="#references">References</a></li>
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|||
|
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<li><a class="reference internal" href="#copyright">Copyright</a></li>
|
|||
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</ul>
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</details></section>
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<section id="abstract">
|
|||
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<h2><a class="toc-backref" href="#abstract" role="doc-backlink">Abstract</a></h2>
|
|||
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<p>Since Python 1.5 (1997), CPython users can run multiple interpreters
|
|||
|
|
in the same process. However, interpreters in the same process
|
|||
|
|
have always shared a significant
|
|||
|
|
amount of global state. This is a source of bugs, with a growing
|
|||
|
|
impact as more and more people use the feature. Furthermore,
|
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|
|
sufficient isolation would facilitate true multi-core parallelism,
|
|||
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where interpreters no longer share the GIL. The changes outlined in
|
|||
|
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this proposal will result in that level of interpreter isolation.</p>
|
|||
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</section>
|
|||
|
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<section id="high-level-summary">
|
|||
|
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<h2><a class="toc-backref" href="#high-level-summary" role="doc-backlink">High-Level Summary</a></h2>
|
|||
|
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<p>At a high level, this proposal changes CPython in the following ways:</p>
|
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|
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<ul class="simple">
|
|||
|
|
<li>stops sharing the GIL between interpreters, given sufficient isolation</li>
|
|||
|
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<li>adds several new interpreter config options for isolation settings</li>
|
|||
|
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<li>keeps incompatible extensions from causing problems</li>
|
|||
|
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</ul>
|
|||
|
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<section id="the-gil">
|
|||
|
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<h3><a class="toc-backref" href="#the-gil" role="doc-backlink">The GIL</a></h3>
|
|||
|
|
<p>The GIL protects concurrent access to most of CPython’s runtime state.
|
|||
|
|
So all that GIL-protected global state must move to each interpreter
|
|||
|
|
before the GIL can.</p>
|
|||
|
|
<p>(In a handful of cases, other mechanisms can be used to ensure
|
|||
|
|
thread-safe sharing instead, such as locks or “immortal” objects.)</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="cpython-runtime-state">
|
|||
|
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<h3><a class="toc-backref" href="#cpython-runtime-state" role="doc-backlink">CPython Runtime State</a></h3>
|
|||
|
|
<p>Properly isolating interpreters requires that most of CPython’s
|
|||
|
|
runtime state be stored in the <code class="docutils literal notranslate"><span class="pre">PyInterpreterState</span></code> struct. Currently,
|
|||
|
|
only a portion of it is; the rest is found either in C global variables
|
|||
|
|
or in <code class="docutils literal notranslate"><span class="pre">_PyRuntimeState</span></code>. Most of that will have to be moved.</p>
|
|||
|
|
<p>This directly coincides with an ongoing effort (of many years) to greatly
|
|||
|
|
reduce internal use of global variables and consolidate the runtime
|
|||
|
|
state into <code class="docutils literal notranslate"><span class="pre">_PyRuntimeState</span></code> and <code class="docutils literal notranslate"><span class="pre">PyInterpreterState</span></code>.
|
|||
|
|
(See <a class="reference internal" href="#consolidating-runtime-global-state">Consolidating Runtime Global State</a> below.) That project has
|
|||
|
|
<a class="reference internal" href="#benefits-to-consolidation">significant merit on its own</a>
|
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|
|
and has faced little controversy. So, while a per-interpreter GIL
|
|||
|
|
relies on the completion of that effort, that project should not be
|
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|
|
considered a part of this proposal–only a dependency.</p>
|
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|
|
</section>
|
|||
|
|
<section id="other-isolation-considerations">
|
|||
|
|
<h3><a class="toc-backref" href="#other-isolation-considerations" role="doc-backlink">Other Isolation Considerations</a></h3>
|
|||
|
|
<p>CPython’s interpreters must be strictly isolated from each other, with
|
|||
|
|
few exceptions. To a large extent they already are. Each interpreter
|
|||
|
|
has its own copy of all modules, classes, functions, and variables.
|
|||
|
|
The CPython C-API docs <a class="reference external" href="https://docs.python.org/3/c-api/init.html#bugs-and-caveats">explain further</a>.</p>
|
|||
|
|
<p>However, aside from what has already been mentioned (e.g. the GIL),
|
|||
|
|
there are a couple of ways in which interpreters still share some state.</p>
|
|||
|
|
<p>First of all, some process-global resources (e.g. memory,
|
|||
|
|
file descriptors, environment variables) are shared. There are no
|
|||
|
|
plans to change this.</p>
|
|||
|
|
<p>Second, some isolation is faulty due to bugs or implementations that
|
|||
|
|
did not take multiple interpreters into account. This includes
|
|||
|
|
CPython’s runtime and the stdlib, as well as extension modules that
|
|||
|
|
rely on global variables. Bugs should be opened in these cases,
|
|||
|
|
as some already have been.</p>
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</section>
|
|||
|
|
<section id="depending-on-immortal-objects">
|
|||
|
|
<h3><a class="toc-backref" href="#depending-on-immortal-objects" role="doc-backlink">Depending on Immortal Objects</a></h3>
|
|||
|
|
<p><a class="pep reference internal" href="../pep-0683/" title="PEP 683 – Immortal Objects, Using a Fixed Refcount">PEP 683</a> introduces immortal objects as a CPython-internal feature.
|
|||
|
|
With immortal objects, we can share any otherwise immutable global
|
|||
|
|
objects between all interpreters. Consequently, this PEP does not
|
|||
|
|
need to address how to deal with the various objects
|
|||
|
|
<a class="reference internal" href="#capi-objects">exposed in the public C-API</a>.
|
|||
|
|
It also simplifies the question of what to do about the builtin
|
|||
|
|
static types. (See <a class="reference internal" href="#global-objects">Global Objects</a> below.)</p>
|
|||
|
|
<p>Both issues have alternate solutions, but everything is simpler with
|
|||
|
|
immortal objects. If PEP 683 is not accepted then this one will be
|
|||
|
|
updated with the alternatives. This lets us reduce noise in this
|
|||
|
|
proposal.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="motivation">
|
|||
|
|
<h2><a class="toc-backref" href="#motivation" role="doc-backlink">Motivation</a></h2>
|
|||
|
|
<p>The fundamental problem we’re solving here is a lack of true multi-core
|
|||
|
|
parallelism (for Python code) in the CPython runtime. The GIL is the
|
|||
|
|
cause. While it usually isn’t a problem in practice, at the very least
|
|||
|
|
it makes Python’s multi-core story murky, which makes the GIL
|
|||
|
|
a consistent distraction.</p>
|
|||
|
|
<p>Isolated interpreters are also an effective mechanism to support
|
|||
|
|
certain concurrency models. <a class="pep reference internal" href="../pep-0554/" title="PEP 554 – Multiple Interpreters in the Stdlib">PEP 554</a> discusses this in more detail.</p>
|
|||
|
|
<section id="indirect-benefits">
|
|||
|
|
<h3><a class="toc-backref" href="#indirect-benefits" role="doc-backlink">Indirect Benefits</a></h3>
|
|||
|
|
<p>Most of the effort needed for a per-interpreter GIL has benefits that
|
|||
|
|
make those tasks worth doing anyway:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>makes multiple-interpreter behavior more reliable</li>
|
|||
|
|
<li>has led to fixes for long-standing runtime bugs that otherwise
|
|||
|
|
hadn’t been prioritized</li>
|
|||
|
|
<li>has been exposing (and inspiring fixes for) previously unknown runtime bugs</li>
|
|||
|
|
<li>has driven cleaner runtime initialization (<a class="pep reference internal" href="../pep-0432/" title="PEP 432 – Restructuring the CPython startup sequence">PEP 432</a>, <a class="pep reference internal" href="../pep-0587/" title="PEP 587 – Python Initialization Configuration">PEP 587</a>)</li>
|
|||
|
|
<li>has driven cleaner and more complete runtime finalization</li>
|
|||
|
|
<li>led to structural layering of the C-API (e.g. <code class="docutils literal notranslate"><span class="pre">Include/internal</span></code>)</li>
|
|||
|
|
<li>also see <a class="reference internal" href="#benefits-to-consolidation">Benefits to Consolidation</a> below</li>
|
|||
|
|
</ul>
|
|||
|
|
<p>Furthermore, much of that work benefits other CPython-related projects:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>performance improvements (”<a class="reference external" href="https://github.com/faster-cpython/ideas">faster-cpython</a>”)</li>
|
|||
|
|
<li>pre-fork application deployment (e.g. <a class="reference external" href="https://instagram-engineering.com/copy-on-write-friendly-python-garbage-collection-ad6ed5233ddf">Instagram server</a>)</li>
|
|||
|
|
<li>extension module isolation (see <a class="pep reference internal" href="../pep-0630/" title="PEP 630 – Isolating Extension Modules">PEP 630</a>, etc.)</li>
|
|||
|
|
<li>embedding CPython</li>
|
|||
|
|
</ul>
|
|||
|
|
</section>
|
|||
|
|
<section id="existing-use-of-multiple-interpreters">
|
|||
|
|
<h3><a class="toc-backref" href="#existing-use-of-multiple-interpreters" role="doc-backlink">Existing Use of Multiple Interpreters</a></h3>
|
|||
|
|
<p>The C-API for multiple interpreters has been used for many years.
|
|||
|
|
However, until relatively recently the feature wasn’t widely known,
|
|||
|
|
nor extensively used (with the exception of mod_wsgi).</p>
|
|||
|
|
<p>In the last few years use of multiple interpreters has been increasing.
|
|||
|
|
Here are some of the public projects using the feature currently:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li><a class="reference external" href="https://github.com/GrahamDumpleton/mod_wsgi">mod_wsgi</a></li>
|
|||
|
|
<li><a class="reference external" href="https://github.com/ceph/ceph/pull/14971">OpenStack Ceph</a></li>
|
|||
|
|
<li><a class="reference external" href="https://github.com/ninia/jep">JEP</a></li>
|
|||
|
|
<li><a class="reference external" href="https://github.com/xbmc/xbmc">Kodi</a></li>
|
|||
|
|
</ul>
|
|||
|
|
<p>Note that, with <a class="pep reference internal" href="../pep-0554/" title="PEP 554 – Multiple Interpreters in the Stdlib">PEP 554</a>, multiple interpreter usage would likely
|
|||
|
|
grow significantly (via Python code rather than the C-API).</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="pep-554-multiple-interpreters-in-the-stdlib">
|
|||
|
|
<h3><a class="toc-backref" href="#pep-554-multiple-interpreters-in-the-stdlib" role="doc-backlink">PEP 554 (Multiple Interpreters in the Stdlib)</a></h3>
|
|||
|
|
<p><a class="pep reference internal" href="../pep-0554/" title="PEP 554 – Multiple Interpreters in the Stdlib">PEP 554</a> is strictly about providing a minimal stdlib module
|
|||
|
|
to give users access to multiple interpreters from Python code.
|
|||
|
|
In fact, it specifically avoids proposing any changes related to
|
|||
|
|
the GIL. Consider, however, that users of that module would benefit
|
|||
|
|
from a per-interpreter GIL, which makes PEP 554 more appealing.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="rationale">
|
|||
|
|
<h2><a class="toc-backref" href="#rationale" role="doc-backlink">Rationale</a></h2>
|
|||
|
|
<p>During initial investigations in 2014, a variety of possible solutions
|
|||
|
|
for multi-core Python were explored, but each had its drawbacks
|
|||
|
|
without simple solutions:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>the existing practice of releasing the GIL in extension modules<ul>
|
|||
|
|
<li>doesn’t help with Python code</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li>other Python implementations (e.g. Jython, IronPython)<ul>
|
|||
|
|
<li>CPython dominates the community</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li>remove the GIL (e.g. gilectomy, “no-gil”)<ul>
|
|||
|
|
<li>too much technical risk (at the time)</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li>Trent Nelson’s “PyParallel” project<ul>
|
|||
|
|
<li>incomplete; Windows-only at the time</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">multiprocessing</span></code><ul>
|
|||
|
|
<li>too much work to make it effective enough;
|
|||
|
|
high penalties in some situations (at large scale, Windows)</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li>other parallelism tools (e.g. dask, ray, MPI)<ul>
|
|||
|
|
<li>not a fit for the runtime/stdlib</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li>give up on multi-core (e.g. async, do nothing)<ul>
|
|||
|
|
<li>this can only end in tears</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
</ul>
|
|||
|
|
<p>Even in 2014, it was fairly clear that a solution using isolated
|
|||
|
|
interpreters did not have a high level of technical risk and that
|
|||
|
|
most of the work was worth doing anyway.
|
|||
|
|
(The downside was the volume of work to be done.)</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="specification">
|
|||
|
|
<h2><a class="toc-backref" href="#specification" role="doc-backlink">Specification</a></h2>
|
|||
|
|
<p>As <a class="reference internal" href="#high-level-summary">summarized above</a>, this proposal involves the
|
|||
|
|
following changes, in the order they must happen:</p>
|
|||
|
|
<ol class="arabic simple">
|
|||
|
|
<li><a class="reference internal" href="#consolidating-runtime-global-state">consolidate global runtime state</a>
|
|||
|
|
(including objects) into <code class="docutils literal notranslate"><span class="pre">_PyRuntimeState</span></code></li>
|
|||
|
|
<li>move nearly all of the state down into <code class="docutils literal notranslate"><span class="pre">PyInterpreterState</span></code></li>
|
|||
|
|
<li>finally, move the GIL down into <code class="docutils literal notranslate"><span class="pre">PyInterpreterState</span></code></li>
|
|||
|
|
<li>everything else<ul class="simple">
|
|||
|
|
<li>update the C-API</li>
|
|||
|
|
<li>implement extension module restrictions</li>
|
|||
|
|
<li>work with popular extension maintainers to help
|
|||
|
|
with multi-interpreter support</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
</ol>
|
|||
|
|
<section id="per-interpreter-state">
|
|||
|
|
<h3><a class="toc-backref" href="#per-interpreter-state" role="doc-backlink">Per-Interpreter State</a></h3>
|
|||
|
|
<p>The following runtime state will be moved to <code class="docutils literal notranslate"><span class="pre">PyInterpreterState</span></code>:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>all global objects that are not safely shareable (fully immutable)</li>
|
|||
|
|
<li>the GIL</li>
|
|||
|
|
<li>most mutable data that’s currently protected by the GIL</li>
|
|||
|
|
<li>mutable data that’s currently protected by some other per-interpreter lock</li>
|
|||
|
|
<li>mutable data that may be used independently in different interpreters
|
|||
|
|
(also applies to extension modules, including those with multi-phase init)</li>
|
|||
|
|
<li>all other mutable data not otherwise excluded below</li>
|
|||
|
|
</ul>
|
|||
|
|
<p>Furthermore, a portion of the full global state has already been
|
|||
|
|
moved to the interpreter, including GC, warnings, and atexit hooks.</p>
|
|||
|
|
<p>The following runtime state will not be moved:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>global objects that are safely shareable, if any</li>
|
|||
|
|
<li>immutable data, often <code class="docutils literal notranslate"><span class="pre">const</span></code></li>
|
|||
|
|
<li>effectively immutable data (treated as immutable), for example:<ul>
|
|||
|
|
<li>some state is initialized early and never modified again</li>
|
|||
|
|
<li>hashes for strings (<code class="docutils literal notranslate"><span class="pre">PyUnicodeObject</span></code>) are idempotently calculated
|
|||
|
|
when first needed and then cached</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li>all data that is guaranteed to be modified exclusively in the main thread,
|
|||
|
|
including:<ul>
|
|||
|
|
<li>state used only in CPython’s <code class="docutils literal notranslate"><span class="pre">main()</span></code></li>
|
|||
|
|
<li>the REPL’s state</li>
|
|||
|
|
<li>data modified only during runtime init (effectively immutable afterward)</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li>mutable data that’s protected by some global lock (other than the GIL)</li>
|
|||
|
|
<li>global state in atomic variables</li>
|
|||
|
|
<li>mutable global state that can be changed (sensibly) to atomic variables</li>
|
|||
|
|
</ul>
|
|||
|
|
<section id="memory-allocators">
|
|||
|
|
<h4><a class="toc-backref" href="#memory-allocators" role="doc-backlink">Memory Allocators</a></h4>
|
|||
|
|
<p>This is one of the most sensitive parts of the work to isolate interpreters.
|
|||
|
|
The simplest solution is to move the global state of the internal
|
|||
|
|
“small block” allocator to <code class="docutils literal notranslate"><span class="pre">PyInterpreterState</span></code>, as we are doing with
|
|||
|
|
nearly all other runtime state. The following elaborates on the details
|
|||
|
|
and rationale.</p>
|
|||
|
|
<p>CPython provides a memory management C-API, with <a class="reference external" href="https://docs.python.org/3/c-api/memory.html#allocator-domains">three allocator domains</a>:
|
|||
|
|
“raw”, “mem”, and “object”. Each provides the equivalent of <code class="docutils literal notranslate"><span class="pre">malloc()</span></code>,
|
|||
|
|
<code class="docutils literal notranslate"><span class="pre">calloc()</span></code>, <code class="docutils literal notranslate"><span class="pre">realloc()</span></code>, and <code class="docutils literal notranslate"><span class="pre">free()</span></code>. A custom allocator for each
|
|||
|
|
domain can be set during runtime initialization and the current allocator
|
|||
|
|
can be wrapped with a hook using the same API (for example, the stdlib
|
|||
|
|
tracemalloc module). The allocators are currently runtime-global,
|
|||
|
|
shared by all interpreters.</p>
|
|||
|
|
<p>The “raw” allocator is expected to be thread-safe and defaults to glibc’s
|
|||
|
|
allocator (<code class="docutils literal notranslate"><span class="pre">malloc()</span></code>, etc.). However, the “mem” and “object” allocators
|
|||
|
|
are not expected to be thread-safe and currently may rely on the GIL for
|
|||
|
|
thread-safety. This is partly because the default allocator for both,
|
|||
|
|
AKA “pyobject”, <a class="reference external" href="https://peps.python.org/pep-0445/#gil-free-pymem-malloc">is not thread-safe</a>. This is due to how all state for
|
|||
|
|
that allocator is stored in C global variables.
|
|||
|
|
(See <code class="docutils literal notranslate"><span class="pre">Objects/obmalloc.c</span></code>.)</p>
|
|||
|
|
<p>Thus we come back to the question of isolating runtime state. In order
|
|||
|
|
for interpreters to stop sharing the GIL, allocator thread-safety
|
|||
|
|
must be addressed. If interpreters continue sharing the allocators
|
|||
|
|
then we need some other way to get thread-safety. Otherwise interpreters
|
|||
|
|
must stop sharing the allocators. In both cases there are a number of
|
|||
|
|
possible solutions, each with potential downsides.</p>
|
|||
|
|
<p>To keep sharing the allocators, the simplest solution is to use
|
|||
|
|
a granular runtime-global lock around the calls to the “mem” and “object”
|
|||
|
|
allocators in <code class="docutils literal notranslate"><span class="pre">PyMem_Malloc()</span></code>, <code class="docutils literal notranslate"><span class="pre">PyObject_Malloc()</span></code>, etc. This would
|
|||
|
|
impact performance, but there are some ways to mitigate that (e.g. only
|
|||
|
|
start locking once the first subinterpreter is created).</p>
|
|||
|
|
<p>Another way to keep sharing the allocators is to require that the “mem”
|
|||
|
|
and “object” allocators be thread-safe. This would mean we’d have to
|
|||
|
|
make the pyobject allocator implementation thread-safe. That could
|
|||
|
|
even involve re-implementing it using an extensible allocator like
|
|||
|
|
mimalloc. The potential downside is in the cost to re-implement
|
|||
|
|
the allocator and the risk of defects inherent to such an endeavor.</p>
|
|||
|
|
<p>Regardless, a switch to requiring thread-safe allocators would impact
|
|||
|
|
anyone that embeds CPython and currently sets a thread-unsafe allocator.
|
|||
|
|
We’d need to consider who might be affected and how we reduce any
|
|||
|
|
negative impact (e.g. add a basic C-API to help make an allocator
|
|||
|
|
thread-safe).</p>
|
|||
|
|
<p>If we did stop sharing the allocators between interpreters, we’d have
|
|||
|
|
to do so only for the “mem” and “object” allocators. We might also need
|
|||
|
|
to keep a full set of global allocators for certain runtime-level usage.
|
|||
|
|
There would be some performance penalty due to looking up the current
|
|||
|
|
interpreter and then pointer indirection to get the allocators.
|
|||
|
|
Embedders would also likely have to provide a new allocator context
|
|||
|
|
for each interpreter. On the plus side, allocator hooks (e.g. tracemalloc)
|
|||
|
|
would not be affected.</p>
|
|||
|
|
<p>Ultimately, we will go with the simplest option:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>keep the allocators in the global runtime state</li>
|
|||
|
|
<li>require that they be thread-safe</li>
|
|||
|
|
<li>move the state of the default object allocator (AKA “small block”
|
|||
|
|
allocator) to <code class="docutils literal notranslate"><span class="pre">PyInterpreterState</span></code></li>
|
|||
|
|
</ul>
|
|||
|
|
<p>We experimented with <a class="reference external" href="https://github.com/ericsnowcurrently/cpython/tree/try-per-interpreter-alloc">a rough implementation</a> and found it was fairly
|
|||
|
|
straightforward, and the performance penalty was essentially zero.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="c-api">
|
|||
|
|
<span id="proposed-capi"></span><h3><a class="toc-backref" href="#c-api" role="doc-backlink">C-API</a></h3>
|
|||
|
|
<p>Internally, the interpreter state will now track how the import system
|
|||
|
|
should handle extension modules which do not support use with multiple
|
|||
|
|
interpreters. See <a class="reference internal" href="#restricting-extension-modules">Restricting Extension Modules</a> below. We’ll refer
|
|||
|
|
to that setting here as “PyInterpreterState.strict_extension_compat”.</p>
|
|||
|
|
<p>The following API will be made public, if they haven’t been already:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig</span></code> (struct)</li>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig_INIT</span></code> (macro)</li>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig_LEGACY_INIT</span></code> (macro)</li>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">PyThreadState</span> <span class="pre">*</span> <span class="pre">Py_NewInterpreterFromConfig(PyInterpreterConfig</span> <span class="pre">*)</span></code></li>
|
|||
|
|
</ul>
|
|||
|
|
<p>We will add two new fields to <code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig</span></code>:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">own_gil</span></code></li>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">int</span> <span class="pre">strict_extensions_compat</span></code></li>
|
|||
|
|
</ul>
|
|||
|
|
<p>We may add other fields over time, as needed (e.g. “own_initial_thread”).</p>
|
|||
|
|
<p>Regarding the initializer macros, <code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig_INIT</span></code> would
|
|||
|
|
be used to get an isolated interpreter that also avoids
|
|||
|
|
subinterpreter-unfriendly features. It would be the default for
|
|||
|
|
interpreters created through <a class="pep reference internal" href="../pep-0554/" title="PEP 554 – Multiple Interpreters in the Stdlib">PEP 554</a>. The unrestricted (status quo)
|
|||
|
|
will continue to be available through <code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig_LEGACY_INIT</span></code>,
|
|||
|
|
which is already used for the main interpreter and <code class="docutils literal notranslate"><span class="pre">Py_NewInterpreter()</span></code>.
|
|||
|
|
This will not change.</p>
|
|||
|
|
<p>A note about the “main” interpreter:</p>
|
|||
|
|
<p>Below, we mention the “main” interpreter several times. This refers
|
|||
|
|
to the interpreter created during runtime initialization, for which
|
|||
|
|
the initial <code class="docutils literal notranslate"><span class="pre">PyThreadState</span></code> corresponds to the process’s main thread.
|
|||
|
|
It is has a number of unique responsibilities (e.g. handling signals),
|
|||
|
|
as well as a special role during runtime initialization/finalization.
|
|||
|
|
It is also usually (for now) the only interpreter.
|
|||
|
|
(Also see <a class="reference external" href="https://docs.python.org/3/c-api/init.html#sub-interpreter-support">https://docs.python.org/3/c-api/init.html#sub-interpreter-support</a>.)</p>
|
|||
|
|
<section id="pyinterpreterconfig-own-gil">
|
|||
|
|
<h4><a class="toc-backref" href="#pyinterpreterconfig-own-gil" role="doc-backlink">PyInterpreterConfig.own_gil</a></h4>
|
|||
|
|
<p>If <code class="docutils literal notranslate"><span class="pre">true</span></code> (<code class="docutils literal notranslate"><span class="pre">1</span></code>) then the new interpreter will have its own “global”
|
|||
|
|
interpreter lock. This means the new interpreter can run without
|
|||
|
|
getting interrupted by other interpreters. This effectively unblocks
|
|||
|
|
full use of multiple cores. That is the fundamental goal of this PEP.</p>
|
|||
|
|
<p>If <code class="docutils literal notranslate"><span class="pre">false</span></code> (<code class="docutils literal notranslate"><span class="pre">0</span></code>) then the new interpreter will use the main
|
|||
|
|
interpreter’s lock. This is the legacy (pre-3.12) behavior in CPython,
|
|||
|
|
where all interpreters share a single GIL. Sharing the GIL like this
|
|||
|
|
may be desirable when using extension modules that still depend
|
|||
|
|
on the GIL for thread safety.</p>
|
|||
|
|
<p>In <code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig_INIT</span></code>, this will be <code class="docutils literal notranslate"><span class="pre">true</span></code>.
|
|||
|
|
In <code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig_LEGACY_INIT</span></code>, this will be <code class="docutils literal notranslate"><span class="pre">false</span></code>.</p>
|
|||
|
|
<p>Also, to play it safe, for now we will not allow <code class="docutils literal notranslate"><span class="pre">own_gil</span></code> to be true
|
|||
|
|
if a custom allocator was set during runtime init. Wrapping the allocator,
|
|||
|
|
a la tracemalloc, will still be fine.</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="pyinterpreterconfig-strict-extensions-compat">
|
|||
|
|
<h4><a class="toc-backref" href="#pyinterpreterconfig-strict-extensions-compat" role="doc-backlink">PyInterpreterConfig.strict_extensions_compat</a></h4>
|
|||
|
|
<p><code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig.strict_extension_compat</span></code> is basically the initial
|
|||
|
|
value used for “PyInterpreterState.strict_extension_compat”.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="restricting-extension-modules">
|
|||
|
|
<h3><a class="toc-backref" href="#restricting-extension-modules" role="doc-backlink">Restricting Extension Modules</a></h3>
|
|||
|
|
<p>Extension modules have many of the same problems as the runtime when
|
|||
|
|
state is stored in global variables. <a class="pep reference internal" href="../pep-0630/" title="PEP 630 – Isolating Extension Modules">PEP 630</a> covers all the details
|
|||
|
|
of what extensions must do to support isolation, and thus safely run in
|
|||
|
|
multiple interpreters at once. This includes dealing with their globals.</p>
|
|||
|
|
<p>If an extension implements multi-phase init (see <a class="pep reference internal" href="../pep-0489/" title="PEP 489 – Multi-phase extension module initialization">PEP 489</a>) it is
|
|||
|
|
considered compatible with multiple interpreters. All other extensions
|
|||
|
|
are considered incompatible. (See <a class="reference internal" href="#extension-module-thread-safety">Extension Module Thread Safety</a>
|
|||
|
|
for more details about how a per-interpreter GIL may affect that
|
|||
|
|
classification.)</p>
|
|||
|
|
<p>If an incompatible extension is imported and the current
|
|||
|
|
“PyInterpreterState.strict_extension_compat” value is <code class="docutils literal notranslate"><span class="pre">true</span></code> then the import
|
|||
|
|
system will raise <code class="docutils literal notranslate"><span class="pre">ImportError</span></code>. (For <code class="docutils literal notranslate"><span class="pre">false</span></code> it simply doesn’t check.)
|
|||
|
|
This will be done through
|
|||
|
|
<code class="docutils literal notranslate"><span class="pre">importlib._bootstrap_external.ExtensionFileLoader</span></code> (really, through
|
|||
|
|
<code class="docutils literal notranslate"><span class="pre">_imp.create_dynamic()</span></code>, <code class="docutils literal notranslate"><span class="pre">_PyImport_LoadDynamicModuleWithSpec()</span></code>, and
|
|||
|
|
<code class="docutils literal notranslate"><span class="pre">PyModule_FromDefAndSpec2()</span></code>).</p>
|
|||
|
|
<p>Such imports will never fail in the main interpreter (or in interpreters
|
|||
|
|
created through <code class="docutils literal notranslate"><span class="pre">Py_NewInterpreter()</span></code>) since
|
|||
|
|
“PyInterpreterState.strict_extension_compat” initializes to <code class="docutils literal notranslate"><span class="pre">false</span></code> in both
|
|||
|
|
cases. Thus the legacy (pre-3.12) behavior is preserved.</p>
|
|||
|
|
<p>We will work with popular extensions to help them support use in
|
|||
|
|
multiple interpreters. This may involve adding to CPython’s public C-API,
|
|||
|
|
which we will address on a case-by-case basis.</p>
|
|||
|
|
<section id="extension-module-compatibility">
|
|||
|
|
<h4><a class="toc-backref" href="#extension-module-compatibility" role="doc-backlink">Extension Module Compatibility</a></h4>
|
|||
|
|
<p>As noted in <a class="reference internal" href="#extension-modules">Extension Modules</a>, many extensions work fine in multiple
|
|||
|
|
interpreters (and under a per-interpreter GIL) without needing any
|
|||
|
|
changes. The import system will still fail if such a module doesn’t
|
|||
|
|
explicitly indicate support. At first, not many extension modules
|
|||
|
|
will, so this is a potential source of frustration.</p>
|
|||
|
|
<p>We will address this by adding a context manager to temporarily disable
|
|||
|
|
the check on multiple interpreter support:
|
|||
|
|
<code class="docutils literal notranslate"><span class="pre">importlib.util.allow_all_extensions()</span></code>. More or less, it will modify
|
|||
|
|
the current “PyInterpreterState.strict_extension_compat” value (e.g. through
|
|||
|
|
a private <code class="docutils literal notranslate"><span class="pre">sys</span></code> function).</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="extension-module-thread-safety">
|
|||
|
|
<h4><a class="toc-backref" href="#extension-module-thread-safety" role="doc-backlink">Extension Module Thread Safety</a></h4>
|
|||
|
|
<p>If a module supports use with multiple interpreters, that mostly implies
|
|||
|
|
it will work even if those interpreters do not share the GIL. The one
|
|||
|
|
caveat is where a module links against a library with internal global
|
|||
|
|
state that isn’t thread-safe. (Even something as innocuous as a static
|
|||
|
|
local variable as a temporary buffer can be a problem.) With a shared
|
|||
|
|
GIL, that state is protected. Without one, such modules must wrap any
|
|||
|
|
use of that state (e.g. through calls) with a lock.</p>
|
|||
|
|
<p>Currently, it isn’t clear whether or not supports-multiple-interpreters
|
|||
|
|
is sufficiently equivalent to supports-per-interpreter-gil, such that
|
|||
|
|
we can avoid any special accommodations. This is still a point of
|
|||
|
|
meaningful discussion and investigation. The practical distinction
|
|||
|
|
between the two (in the Python community, e.g. PyPI) is not yet
|
|||
|
|
understood well enough to settle the matter. Likewise, it isn’t clear
|
|||
|
|
what we might be able to do to help extension maintainers mitigate
|
|||
|
|
the problem (assuming it is one).</p>
|
|||
|
|
<p>In the meantime, we must proceed as though the difference would be
|
|||
|
|
large enough to cause problems for enough extension modules out there.
|
|||
|
|
The solution we would apply is:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>add a <code class="docutils literal notranslate"><span class="pre">PyModuleDef</span></code> slot that indicates an extension can be imported
|
|||
|
|
under a per-interpreter GIL (i.e. opt in)</li>
|
|||
|
|
<li>add that slot as part of the definition of a “compatible” extension,
|
|||
|
|
as discussed earlier</li>
|
|||
|
|
</ul>
|
|||
|
|
<p>The downside is that not a single extension module will be able to take
|
|||
|
|
advantage of the per-interpreter GIL without extra effort by the module
|
|||
|
|
maintainer, regardless of how minor that effort. This compounds the
|
|||
|
|
problem described in <a class="reference internal" href="#extension-module-compatibility">Extension Module Compatibility</a> and the same
|
|||
|
|
workaround applies. Ideally, we would determine that there isn’t enough
|
|||
|
|
difference to matter.</p>
|
|||
|
|
<p>If we do end up requiring an opt-in for imports under a per-interpreter
|
|||
|
|
GIL, and later determine it isn’t necessary, then we can switch the
|
|||
|
|
default at that point, make the old opt-in slot a noop, and add a new
|
|||
|
|
<code class="docutils literal notranslate"><span class="pre">PyModuleDef</span></code> slot for explicitly opting <em>out</em>. In fact, it makes
|
|||
|
|
sense to add that opt-out slot from the beginning.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="documentation">
|
|||
|
|
<h3><a class="toc-backref" href="#documentation" role="doc-backlink">Documentation</a></h3>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>C-API: the “Sub-interpreter support” section of <code class="docutils literal notranslate"><span class="pre">Doc/c-api/init.rst</span></code>
|
|||
|
|
will detail the updated API</li>
|
|||
|
|
<li>C-API: that section will explain about the consequences of
|
|||
|
|
a per-interpreter GIL</li>
|
|||
|
|
<li>importlib: the <code class="docutils literal notranslate"><span class="pre">ExtensionFileLoader</span></code> entry will note import
|
|||
|
|
may fail in subinterpreters</li>
|
|||
|
|
<li>importlib: there will be a new entry about
|
|||
|
|
<code class="docutils literal notranslate"><span class="pre">importlib.util.allow_all_extensions()</span></code></li>
|
|||
|
|
</ul>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="impact">
|
|||
|
|
<h2><a class="toc-backref" href="#impact" role="doc-backlink">Impact</a></h2>
|
|||
|
|
<section id="backwards-compatibility">
|
|||
|
|
<h3><a class="toc-backref" href="#backwards-compatibility" role="doc-backlink">Backwards Compatibility</a></h3>
|
|||
|
|
<p>No behavior or APIs are intended to change due to this proposal,
|
|||
|
|
with two exceptions:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>some extensions will fail to import in some subinterpreters
|
|||
|
|
(see <a class="reference internal" href="#extension-modules">the next section</a>)</li>
|
|||
|
|
<li>“mem” and “object” allocators that are currently not thread-safe
|
|||
|
|
may now be susceptible to data races when used in combination
|
|||
|
|
with multiple interpreters</li>
|
|||
|
|
</ul>
|
|||
|
|
<p>The existing C-API for managing interpreters will preserve its current
|
|||
|
|
behavior, with new behavior exposed through new API. No other API
|
|||
|
|
or runtime behavior is meant to change, including compatibility with
|
|||
|
|
the stable ABI.</p>
|
|||
|
|
<p>See <a class="reference internal" href="#objects-exposed-in-the-c-api">Objects Exposed in the C-API</a> below for related discussion.</p>
|
|||
|
|
<section id="extension-modules">
|
|||
|
|
<h4><a class="toc-backref" href="#extension-modules" role="doc-backlink">Extension Modules</a></h4>
|
|||
|
|
<p>Currently the most common usage of Python, by far, is with the main
|
|||
|
|
interpreter running by itself. This proposal has zero impact on
|
|||
|
|
extension modules in that scenario. Likewise, for better or worse,
|
|||
|
|
there is no change in behavior under multiple interpreters created
|
|||
|
|
using the existing <code class="docutils literal notranslate"><span class="pre">Py_NewInterpreter()</span></code>.</p>
|
|||
|
|
<p>Keep in mind that some extensions already break when used in multiple
|
|||
|
|
interpreters, due to keeping module state in global variables (or
|
|||
|
|
due to the <a class="reference external" href="https://github.com/pyca/cryptography/issues/2299">internal state of linked libraries</a>). They
|
|||
|
|
may crash or, worse, experience inconsistent behavior. That was part
|
|||
|
|
of the motivation for <a class="pep reference internal" href="../pep-0630/" title="PEP 630 – Isolating Extension Modules">PEP 630</a> and friends, so this is not a new
|
|||
|
|
situation nor a consequence of this proposal.</p>
|
|||
|
|
<p>In contrast, when the <a class="reference internal" href="#proposed-capi">proposed API</a> is used to
|
|||
|
|
create multiple interpreters, with the appropriate settings,
|
|||
|
|
the behavior will change for incompatible extensions. In that case,
|
|||
|
|
importing such an extension will fail (outside the main interpreter),
|
|||
|
|
as explained in <a class="reference internal" href="#restricting-extension-modules">Restricting Extension Modules</a>. For extensions that
|
|||
|
|
already break in multiple interpreters, this will be an improvement.</p>
|
|||
|
|
<p>Additionally, some extension modules link against libraries with
|
|||
|
|
thread-unsafe internal global state.
|
|||
|
|
(See <a class="reference internal" href="#extension-module-thread-safety">Extension Module Thread Safety</a>.)
|
|||
|
|
Such modules will have to start wrapping any direct or indirect use
|
|||
|
|
of that state in a lock. This is the key difference from other modules
|
|||
|
|
that also implement multi-phase init and thus indicate support for
|
|||
|
|
multiple interpreters (i.e. isolation).</p>
|
|||
|
|
<p>Now we get to the break in compatibility mentioned above. Some
|
|||
|
|
extensions are safe under multiple interpreters (and a per-interpreter
|
|||
|
|
GIL), even though they haven’t indicated that. Unfortunately, there is
|
|||
|
|
no reliable way for the import system to infer that such an extension
|
|||
|
|
is safe, so importing them will still fail. This case is addressed
|
|||
|
|
in <a class="reference internal" href="#extension-module-compatibility">Extension Module Compatibility</a> above.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="extension-module-maintainers">
|
|||
|
|
<h3><a class="toc-backref" href="#extension-module-maintainers" role="doc-backlink">Extension Module Maintainers</a></h3>
|
|||
|
|
<p>One related consideration is that a per-interpreter GIL will likely
|
|||
|
|
drive increased use of multiple interpreters, particularly if <a class="pep reference internal" href="../pep-0554/" title="PEP 554 – Multiple Interpreters in the Stdlib">PEP 554</a>
|
|||
|
|
is accepted. Some maintainers of large extension modules have expressed
|
|||
|
|
concern about the increased burden they anticipate due to increased
|
|||
|
|
use of multiple interpreters.</p>
|
|||
|
|
<p>Specifically, enabling support for multiple interpreters will require
|
|||
|
|
substantial work for some extension modules (albeit likely not many).
|
|||
|
|
To add that support, the maintainer(s) of such a module (often
|
|||
|
|
volunteers) would have to set aside their normal priorities and
|
|||
|
|
interests to focus on compatibility (see <a class="pep reference internal" href="../pep-0630/" title="PEP 630 – Isolating Extension Modules">PEP 630</a>).</p>
|
|||
|
|
<p>Of course, extension maintainers are free to not add support for use
|
|||
|
|
in multiple interpreters. However, users will increasingly demand
|
|||
|
|
such support, especially if the feature grows in popularity.</p>
|
|||
|
|
<p>Either way, the situation can be stressful for maintainers of such
|
|||
|
|
extensions, particularly when they are doing the work in their spare
|
|||
|
|
time. The concerns they have expressed are understandable, and we address
|
|||
|
|
the partial solution in the <a class="reference internal" href="#restricting-extension-modules">Restricting Extension Modules</a> and
|
|||
|
|
<a class="reference internal" href="#extension-module-compatibility">Extension Module Compatibility</a> sections.</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="alternate-python-implementations">
|
|||
|
|
<h3><a class="toc-backref" href="#alternate-python-implementations" role="doc-backlink">Alternate Python Implementations</a></h3>
|
|||
|
|
<p>Other Python implementation are not required to provide support for
|
|||
|
|
multiple interpreters in the same process (though some do already).</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="security-implications">
|
|||
|
|
<h3><a class="toc-backref" href="#security-implications" role="doc-backlink">Security Implications</a></h3>
|
|||
|
|
<p>There is no known impact to security with this proposal.</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="maintainability">
|
|||
|
|
<h3><a class="toc-backref" href="#maintainability" role="doc-backlink">Maintainability</a></h3>
|
|||
|
|
<p>On the one hand, this proposal has already motivated a number of
|
|||
|
|
improvements that make CPython <em>more</em> maintainable. That is expected
|
|||
|
|
to continue. On the other hand, the underlying work has already
|
|||
|
|
exposed various pre-existing defects in the runtime that have had
|
|||
|
|
to be fixed. That is also expected to continue as multiple interpreters
|
|||
|
|
receive more use. Otherwise, there shouldn’t be a significant impact
|
|||
|
|
on maintainability, so the net effect should be positive.</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="performance">
|
|||
|
|
<h3><a class="toc-backref" href="#performance" role="doc-backlink">Performance</a></h3>
|
|||
|
|
<p>The work to consolidate globals has already provided a number of
|
|||
|
|
improvements to CPython’s performance, both speeding it up and using
|
|||
|
|
less memory, and this should continue. The performance benefits of a
|
|||
|
|
per-interpreter GIL specifically have not been explored. At the very
|
|||
|
|
least, it is not expected to make CPython slower
|
|||
|
|
(as long as interpreters are sufficiently isolated). And, obviously,
|
|||
|
|
it enable a variety of multi-core parallelism in Python code.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="how-to-teach-this">
|
|||
|
|
<h2><a class="toc-backref" href="#how-to-teach-this" role="doc-backlink">How to Teach This</a></h2>
|
|||
|
|
<p>Unlike <a class="pep reference internal" href="../pep-0554/" title="PEP 554 – Multiple Interpreters in the Stdlib">PEP 554</a>, this is an advanced feature meant for a narrow set
|
|||
|
|
of users of the C-API. There is no expectation that the specifics of
|
|||
|
|
the API nor its direct application will be taught.</p>
|
|||
|
|
<p>That said, if it were taught then it would boil down to the following:</p>
|
|||
|
|
<blockquote>
|
|||
|
|
<div>In addition to Py_NewInterpreter(), you can use
|
|||
|
|
Py_NewInterpreterFromConfig() to create an interpreter.
|
|||
|
|
The config you pass it indicates how you want that
|
|||
|
|
interpreter to behave.</div></blockquote>
|
|||
|
|
<p>Furthermore, the maintainers of any extension modules that create
|
|||
|
|
isolated interpreters will likely need to explain the consequences
|
|||
|
|
of a per-interpreter GIL to their users. The first thing to explain
|
|||
|
|
is what <a class="pep reference internal" href="../pep-0554/" title="PEP 554 – Multiple Interpreters in the Stdlib">PEP 554</a> teaches about the concurrency model that isolated
|
|||
|
|
interpreters enables. That leads into the point that Python software
|
|||
|
|
written using that concurrency model can then take advantage
|
|||
|
|
of multi-core parallelism, which is currently
|
|||
|
|
prevented by the GIL.</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="reference-implementation">
|
|||
|
|
<h2><a class="toc-backref" href="#reference-implementation" role="doc-backlink">Reference Implementation</a></h2>
|
|||
|
|
<p><TBD></p>
|
|||
|
|
</section>
|
|||
|
|
<section id="open-issues">
|
|||
|
|
<h2><a class="toc-backref" href="#open-issues" role="doc-backlink">Open Issues</a></h2>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>Are we okay to require “mem” and “object” allocators to be thread-safe?</li>
|
|||
|
|
<li>How would a per-interpreter tracemalloc module relate to global allocators?</li>
|
|||
|
|
<li>Would the faulthandler module be limited to the main interpreter
|
|||
|
|
(like the signal module) or would we leak that global state between
|
|||
|
|
interpreters (protected by a granular lock)?</li>
|
|||
|
|
<li>Split out an informational PEP with all the relevant info,
|
|||
|
|
based on the “Consolidating Runtime Global State” section?</li>
|
|||
|
|
<li>How likely is it that a module works under multiple interpreters
|
|||
|
|
(isolation) but doesn’t work under a per-interpreter GIL?
|
|||
|
|
(See <a class="reference internal" href="#extension-module-thread-safety">Extension Module Thread Safety</a>.)</li>
|
|||
|
|
<li>If it is likely enough, what can we do to help extension maintainers
|
|||
|
|
mitigate the problem and enjoy use under a per-interpreter GIL?</li>
|
|||
|
|
<li>What would be a better (scarier-sounding) name
|
|||
|
|
for <code class="docutils literal notranslate"><span class="pre">allow_all_extensions</span></code>?</li>
|
|||
|
|
</ul>
|
|||
|
|
</section>
|
|||
|
|
<section id="deferred-functionality">
|
|||
|
|
<h2><a class="toc-backref" href="#deferred-functionality" role="doc-backlink">Deferred Functionality</a></h2>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig</span></code> option to always run the interpreter in a new thread</li>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">PyInterpreterConfig</span></code> option to assign a “main” thread to the interpreter
|
|||
|
|
and only run in that thread</li>
|
|||
|
|
</ul>
|
|||
|
|
</section>
|
|||
|
|
<section id="rejected-ideas">
|
|||
|
|
<h2><a class="toc-backref" href="#rejected-ideas" role="doc-backlink">Rejected Ideas</a></h2>
|
|||
|
|
<p><TBD></p>
|
|||
|
|
</section>
|
|||
|
|
<section id="extra-context">
|
|||
|
|
<h2><a class="toc-backref" href="#extra-context" role="doc-backlink">Extra Context</a></h2>
|
|||
|
|
<section id="sharing-global-objects">
|
|||
|
|
<h3><a class="toc-backref" href="#sharing-global-objects" role="doc-backlink">Sharing Global Objects</a></h3>
|
|||
|
|
<p>We are sharing some global objects between interpreters.
|
|||
|
|
This is an implementation detail and relates more to
|
|||
|
|
<a class="reference external" href="ConsolidatingRuntimeGlobalState">globals consolidation</a>
|
|||
|
|
than to this proposal, but it is a significant enough detail
|
|||
|
|
to explain here.</p>
|
|||
|
|
<p>The alternative is to share no objects between interpreters, ever.
|
|||
|
|
To accomplish that, we’d have to sort out the fate of all our static
|
|||
|
|
types, as well as deal with compatibility issues for the many objects
|
|||
|
|
<a class="reference internal" href="#capi-objects">exposed in the public C-API</a>.</p>
|
|||
|
|
<p>That approach introduces a meaningful amount of extra complexity
|
|||
|
|
and higher risk, though prototyping has demonstrated valid solutions.
|
|||
|
|
Also, it would likely result in a performance penalty.</p>
|
|||
|
|
<p><a class="reference internal" href="#depending-on-immortal-objects">Immortal objects</a> allow us to
|
|||
|
|
share the otherwise immutable global objects. That way we avoid
|
|||
|
|
the extra costs.</p>
|
|||
|
|
<section id="objects-exposed-in-the-c-api">
|
|||
|
|
<span id="capi-objects"></span><h4><a class="toc-backref" href="#objects-exposed-in-the-c-api" role="doc-backlink">Objects Exposed in the C-API</a></h4>
|
|||
|
|
<p>The C-API (including the limited API) exposes all the builtin types,
|
|||
|
|
including the builtin exceptions, as well as the builtin singletons.
|
|||
|
|
The exceptions are exposed as <code class="docutils literal notranslate"><span class="pre">PyObject</span> <span class="pre">*</span></code> but the rest are exposed
|
|||
|
|
as the static values rather than pointers. This was one of the few
|
|||
|
|
non-trivial problems we had to solve for per-interpreter GIL.</p>
|
|||
|
|
<p>With immortal objects this is a non-issue.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="consolidating-runtime-global-state">
|
|||
|
|
<h3><a class="toc-backref" href="#consolidating-runtime-global-state" role="doc-backlink">Consolidating Runtime Global State</a></h3>
|
|||
|
|
<p>As noted in <a class="reference internal" href="#cpython-runtime-state">CPython Runtime State</a> above, there is an active effort
|
|||
|
|
(separate from this PEP) to consolidate CPython’s global state into the
|
|||
|
|
<code class="docutils literal notranslate"><span class="pre">_PyRuntimeState</span></code> struct. Nearly all the work involves moving that
|
|||
|
|
state from global variables. The project is particularly relevant to
|
|||
|
|
this proposal, so below is some extra detail.</p>
|
|||
|
|
<section id="benefits-to-consolidation">
|
|||
|
|
<h4><a class="toc-backref" href="#benefits-to-consolidation" role="doc-backlink">Benefits to Consolidation</a></h4>
|
|||
|
|
<p>Consolidating the globals has a variety of benefits:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>greatly reduces the number of C globals (best practice for C code)</li>
|
|||
|
|
<li>the move draws attention to runtime state that is unstable or broken</li>
|
|||
|
|
<li>encourages more consistency in how runtime state is used</li>
|
|||
|
|
<li>makes it easier to discover/identify CPython’s runtime state</li>
|
|||
|
|
<li>makes it easier to statically allocate runtime state in a consistent way</li>
|
|||
|
|
<li>better memory locality for runtime state</li>
|
|||
|
|
</ul>
|
|||
|
|
<p>Furthermore all the benefits listed in <a class="reference internal" href="#indirect-benefits">Indirect Benefits</a> above also
|
|||
|
|
apply here, and the same projects listed there benefit.</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="scale-of-work">
|
|||
|
|
<h4><a class="toc-backref" href="#scale-of-work" role="doc-backlink">Scale of Work</a></h4>
|
|||
|
|
<p>The number of global variables to be moved is large enough to matter,
|
|||
|
|
but most are Python objects that can be dealt with in large groups
|
|||
|
|
(like <code class="docutils literal notranslate"><span class="pre">Py_IDENTIFIER</span></code>). In nearly all cases, moving these globals
|
|||
|
|
to the interpreter is highly mechanical. That doesn’t require
|
|||
|
|
cleverness but instead requires someone to put in the time.</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="state-to-be-moved">
|
|||
|
|
<h4><a class="toc-backref" href="#state-to-be-moved" role="doc-backlink">State To Be Moved</a></h4>
|
|||
|
|
<p>The remaining global variables can be categorized as follows:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>global objects<ul>
|
|||
|
|
<li>static types (incl. exception types)</li>
|
|||
|
|
<li>non-static types (incl. heap types, structseq types)</li>
|
|||
|
|
<li>singletons (static)</li>
|
|||
|
|
<li>singletons (initialized once)</li>
|
|||
|
|
<li>cached objects</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li>non-objects<ul>
|
|||
|
|
<li>will not (or unlikely to) change after init</li>
|
|||
|
|
<li>only used in the main thread</li>
|
|||
|
|
<li>initialized lazily</li>
|
|||
|
|
<li>pre-allocated buffers</li>
|
|||
|
|
<li>state</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
</ul>
|
|||
|
|
<p>Those globals are spread between the core runtime, the builtin modules,
|
|||
|
|
and the stdlib extension modules.</p>
|
|||
|
|
<p>For a breakdown of the remaining globals, run:</p>
|
|||
|
|
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>./python<span class="w"> </span>Tools/c-analyzer/table-file.py<span class="w"> </span>Tools/c-analyzer/cpython/globals-to-fix.tsv
|
|||
|
|
</pre></div>
|
|||
|
|
</div>
|
|||
|
|
</section>
|
|||
|
|
<section id="already-completed-work">
|
|||
|
|
<h4><a class="toc-backref" href="#already-completed-work" role="doc-backlink">Already Completed Work</a></h4>
|
|||
|
|
<p>As mentioned, this work has been going on for many years. Here are some
|
|||
|
|
of the things that have already been done:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li>cleanup of runtime initialization (see <a class="pep reference internal" href="../pep-0432/" title="PEP 432 – Restructuring the CPython startup sequence">PEP 432</a> / <a class="pep reference internal" href="../pep-0587/" title="PEP 587 – Python Initialization Configuration">PEP 587</a>)</li>
|
|||
|
|
<li>extension module isolation machinery (see <a class="pep reference internal" href="../pep-0384/" title="PEP 384 – Defining a Stable ABI">PEP 384</a> / <a class="pep reference internal" href="../pep-3121/" title="PEP 3121 – Extension Module Initialization and Finalization">PEP 3121</a> / <a class="pep reference internal" href="../pep-0489/" title="PEP 489 – Multi-phase extension module initialization">PEP 489</a>)</li>
|
|||
|
|
<li>isolation for many builtin modules</li>
|
|||
|
|
<li>isolation for many stdlib extension modules</li>
|
|||
|
|
<li>addition of <code class="docutils literal notranslate"><span class="pre">_PyRuntimeState</span></code></li>
|
|||
|
|
<li>no more <code class="docutils literal notranslate"><span class="pre">_Py_IDENTIFIER()</span></code></li>
|
|||
|
|
<li>statically allocated:<ul>
|
|||
|
|
<li>empty string</li>
|
|||
|
|
<li>string literals</li>
|
|||
|
|
<li>identifiers</li>
|
|||
|
|
<li>latin-1 strings</li>
|
|||
|
|
<li>length-1 bytes</li>
|
|||
|
|
<li>empty tuple</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
</ul>
|
|||
|
|
</section>
|
|||
|
|
<section id="tooling">
|
|||
|
|
<h4><a class="toc-backref" href="#tooling" role="doc-backlink">Tooling</a></h4>
|
|||
|
|
<p>As already indicated, there are several tools to help identify the
|
|||
|
|
globals and reason about them.</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">Tools/c-analyzer/cpython/globals-to-fix.tsv</span></code> - the list of remaining globals</li>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">Tools/c-analyzer/c-analyzer.py</span></code><ul>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">analyze</span></code> - identify all the globals</li>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">check</span></code> - fail if there are any unsupported globals that aren’t ignored</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><code class="docutils literal notranslate"><span class="pre">Tools/c-analyzer/table-file.py</span></code> - summarize the known globals</li>
|
|||
|
|
</ul>
|
|||
|
|
<p>Also, the check for unsupported globals is incorporated into CI so that
|
|||
|
|
no new globals are accidentally added.</p>
|
|||
|
|
</section>
|
|||
|
|
<section id="global-objects">
|
|||
|
|
<h4><a class="toc-backref" href="#global-objects" role="doc-backlink">Global Objects</a></h4>
|
|||
|
|
<p>Global objects that are safe to be shared (without a GIL) between
|
|||
|
|
interpreters can stay on <code class="docutils literal notranslate"><span class="pre">_PyRuntimeState</span></code>. Not only must the object
|
|||
|
|
be effectively immutable (e.g. singletons, strings), but not even the
|
|||
|
|
refcount can change for it to be safe. Immortality (<a class="pep reference internal" href="../pep-0683/" title="PEP 683 – Immortal Objects, Using a Fixed Refcount">PEP 683</a>)
|
|||
|
|
provides that. (The alternative is that no objects are shared, which
|
|||
|
|
adds significant complexity to the solution, particularly for the
|
|||
|
|
objects <a class="reference internal" href="#capi-objects">exposed in the public C-API</a>.)</p>
|
|||
|
|
<p>Builtin static types are a special case of global objects that will be
|
|||
|
|
shared. They are effectively immutable except for one part:
|
|||
|
|
<code class="docutils literal notranslate"><span class="pre">__subclasses__</span></code> (AKA <code class="docutils literal notranslate"><span class="pre">tp_subclasses</span></code>). We expect that nothing
|
|||
|
|
else on a builtin type will change, even the content
|
|||
|
|
of <code class="docutils literal notranslate"><span class="pre">__dict__</span></code> (AKA <code class="docutils literal notranslate"><span class="pre">tp_dict</span></code>).</p>
|
|||
|
|
<p><code class="docutils literal notranslate"><span class="pre">__subclasses__</span></code> for the builtin types will be dealt with by making
|
|||
|
|
it a getter that does a lookup on the current <code class="docutils literal notranslate"><span class="pre">PyInterpreterState</span></code>
|
|||
|
|
for that type.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<section id="references">
|
|||
|
|
<h2><a class="toc-backref" href="#references" role="doc-backlink">References</a></h2>
|
|||
|
|
<p>Related:</p>
|
|||
|
|
<ul class="simple">
|
|||
|
|
<li><a class="pep reference internal" href="../pep-0384/" title="PEP 384 – Defining a Stable ABI">PEP 384</a> “Defining a Stable ABI”</li>
|
|||
|
|
<li><a class="pep reference internal" href="../pep-0432/" title="PEP 432 – Restructuring the CPython startup sequence">PEP 432</a> “Restructuring the CPython startup sequence”</li>
|
|||
|
|
<li><a class="pep reference internal" href="../pep-0489/" title="PEP 489 – Multi-phase extension module initialization">PEP 489</a> “Multi-phase extension module initialization”</li>
|
|||
|
|
<li><a class="pep reference internal" href="../pep-0554/" title="PEP 554 – Multiple Interpreters in the Stdlib">PEP 554</a> “Multiple Interpreters in the Stdlib”</li>
|
|||
|
|
<li><a class="pep reference internal" href="../pep-0573/" title="PEP 573 – Module State Access from C Extension Methods">PEP 573</a> “Module State Access from C Extension Methods”</li>
|
|||
|
|
<li><a class="pep reference internal" href="../pep-0587/" title="PEP 587 – Python Initialization Configuration">PEP 587</a> “Python Initialization Configuration”</li>
|
|||
|
|
<li><a class="pep reference internal" href="../pep-0630/" title="PEP 630 – Isolating Extension Modules">PEP 630</a> “Isolating Extension Modules”</li>
|
|||
|
|
<li><a class="pep reference internal" href="../pep-0683/" title="PEP 683 – Immortal Objects, Using a Fixed Refcount">PEP 683</a> “Immortal Objects, Using a Fixed Refcount”</li>
|
|||
|
|
<li><a class="pep reference internal" href="../pep-3121/" title="PEP 3121 – Extension Module Initialization and Finalization">PEP 3121</a> “Extension Module Initialization and Finalization”</li>
|
|||
|
|
</ul>
|
|||
|
|
</section>
|
|||
|
|
<section id="copyright">
|
|||
|
|
<h2><a class="toc-backref" href="#copyright" role="doc-backlink">Copyright</a></h2>
|
|||
|
|
<p>This document is placed in the public domain or under the
|
|||
|
|
CC0-1.0-Universal license, whichever is more permissive.</p>
|
|||
|
|
</section>
|
|||
|
|
</section>
|
|||
|
|
<hr class="docutils" />
|
|||
|
|
<p>Source: <a class="reference external" href="https://github.com/python/peps/blob/main/peps/pep-0684.rst">https://github.com/python/peps/blob/main/peps/pep-0684.rst</a></p>
|
|||
|
|
<p>Last modified: <a class="reference external" href="https://github.com/python/peps/commits/main/peps/pep-0684.rst">2024-06-04 17:05:36 GMT</a></p>
|
|||
|
|
|
|||
|
|
</article>
|
|||
|
|
<nav id="pep-sidebar">
|
|||
|
|
<h2>Contents</h2>
|
|||
|
|
<ul>
|
|||
|
|
<li><a class="reference internal" href="#abstract">Abstract</a></li>
|
|||
|
|
<li><a class="reference internal" href="#high-level-summary">High-Level Summary</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#the-gil">The GIL</a></li>
|
|||
|
|
<li><a class="reference internal" href="#cpython-runtime-state">CPython Runtime State</a></li>
|
|||
|
|
<li><a class="reference internal" href="#other-isolation-considerations">Other Isolation Considerations</a></li>
|
|||
|
|
<li><a class="reference internal" href="#depending-on-immortal-objects">Depending on Immortal Objects</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#motivation">Motivation</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#indirect-benefits">Indirect Benefits</a></li>
|
|||
|
|
<li><a class="reference internal" href="#existing-use-of-multiple-interpreters">Existing Use of Multiple Interpreters</a></li>
|
|||
|
|
<li><a class="reference internal" href="#pep-554-multiple-interpreters-in-the-stdlib">PEP 554 (Multiple Interpreters in the Stdlib)</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#rationale">Rationale</a></li>
|
|||
|
|
<li><a class="reference internal" href="#specification">Specification</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#per-interpreter-state">Per-Interpreter State</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#memory-allocators">Memory Allocators</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#c-api">C-API</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#pyinterpreterconfig-own-gil">PyInterpreterConfig.own_gil</a></li>
|
|||
|
|
<li><a class="reference internal" href="#pyinterpreterconfig-strict-extensions-compat">PyInterpreterConfig.strict_extensions_compat</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#restricting-extension-modules">Restricting Extension Modules</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#extension-module-compatibility">Extension Module Compatibility</a></li>
|
|||
|
|
<li><a class="reference internal" href="#extension-module-thread-safety">Extension Module Thread Safety</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#documentation">Documentation</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#impact">Impact</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#backwards-compatibility">Backwards Compatibility</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#extension-modules">Extension Modules</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#extension-module-maintainers">Extension Module Maintainers</a></li>
|
|||
|
|
<li><a class="reference internal" href="#alternate-python-implementations">Alternate Python Implementations</a></li>
|
|||
|
|
<li><a class="reference internal" href="#security-implications">Security Implications</a></li>
|
|||
|
|
<li><a class="reference internal" href="#maintainability">Maintainability</a></li>
|
|||
|
|
<li><a class="reference internal" href="#performance">Performance</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#how-to-teach-this">How to Teach This</a></li>
|
|||
|
|
<li><a class="reference internal" href="#reference-implementation">Reference Implementation</a></li>
|
|||
|
|
<li><a class="reference internal" href="#open-issues">Open Issues</a></li>
|
|||
|
|
<li><a class="reference internal" href="#deferred-functionality">Deferred Functionality</a></li>
|
|||
|
|
<li><a class="reference internal" href="#rejected-ideas">Rejected Ideas</a></li>
|
|||
|
|
<li><a class="reference internal" href="#extra-context">Extra Context</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#sharing-global-objects">Sharing Global Objects</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#objects-exposed-in-the-c-api">Objects Exposed in the C-API</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#consolidating-runtime-global-state">Consolidating Runtime Global State</a><ul>
|
|||
|
|
<li><a class="reference internal" href="#benefits-to-consolidation">Benefits to Consolidation</a></li>
|
|||
|
|
<li><a class="reference internal" href="#scale-of-work">Scale of Work</a></li>
|
|||
|
|
<li><a class="reference internal" href="#state-to-be-moved">State To Be Moved</a></li>
|
|||
|
|
<li><a class="reference internal" href="#already-completed-work">Already Completed Work</a></li>
|
|||
|
|
<li><a class="reference internal" href="#tooling">Tooling</a></li>
|
|||
|
|
<li><a class="reference internal" href="#global-objects">Global Objects</a></li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
</ul>
|
|||
|
|
</li>
|
|||
|
|
<li><a class="reference internal" href="#references">References</a></li>
|
|||
|
|
<li><a class="reference internal" href="#copyright">Copyright</a></li>
|
|||
|
|
</ul>
|
|||
|
|
|
|||
|
|
<br>
|
|||
|
|
<a id="source" href="https://github.com/python/peps/blob/main/peps/pep-0684.rst">Page Source (GitHub)</a>
|
|||
|
|
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|
|||
|
|
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|
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